Sourcery refactored main branch #1
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| from pyspark.sql import functions as F | ||
| from faker import Faker | ||
| from collections import OrderedDict | ||
| from collections import OrderedDict |
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Lines 22-65 refactored with the following changes:
- Use f-string instead of string concatenation [×4] (
use-fstring-for-concatenation)
| except: | ||
| print('File already exists') | ||
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Found the following improvement in Lines 47-59:
| except: | ||
| print('File already exists') | ||
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Found the following improvement in Lines 50-62:
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| print('---------------------------------------------------') | ||
| print('Processing Record Number: ', rec_cnt) | ||
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| # Define the full API call for current record in the DataFrame | ||
| full_url = url_part1 + str(row['lat']) + "&lon=" + str(row['lon']) + url_part2 + api_key | ||
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Lines 67-89 refactored with the following changes:
- Use f-string instead of string concatenation [×3] (
use-fstring-for-concatenation)
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| elif profile == 'default': | ||
| config = ProfileConfigProvider().get_config() | ||
| else: | ||
| if profile == 'default': | ||
| config = ProfileConfigProvider().get_config() | ||
| else: | ||
| config = ProfileConfigProvider(profile).get_config() | ||
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| config = ProfileConfigProvider(profile).get_config() | ||
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Function create_api_client refactored with the following changes:
- Merge else clause's nested if statement into elif (
merge-else-if-into-elif)
| return ( | ||
| train_data | ||
| ) | ||
| return features.filter(features.issue_year <= 2015) |
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Function train_data refactored with the following changes:
- Inline variable that is immediately returned (
inline-immediately-returned-variable)
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| valid_data = features.filter(features.issue_year > 2015) | ||
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| return ( | ||
| valid_data | ||
| ) | ||
| return features.filter(features.issue_year > 2015) |
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Function valid_data refactored with the following changes:
- Inline variable that is immediately returned (
inline-immediately-returned-variable)
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| df = dlt.read_stream("sales_orders_cleaned").where("city == 'Los Angeles'") | ||
| df = dlt.read_stream("sales_orders_cleaned").where("city == 'Los Angeles'") | ||
| df = df.select(df.city, df.order_date, df.customer_id, df.customer_name, explode(df.ordered_products).alias("ordered_products_explode")) | ||
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| dfAgg = df.groupBy(df.order_date, df.city, df.customer_id, df.customer_name, df.ordered_products_explode.curr.alias("currency"))\ | ||
| .agg(sum(df.ordered_products_explode.price).alias("sales"), sum(df.ordered_products_explode.qty).alias("qantity")) | ||
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| return dfAgg | ||
| return df.groupBy( | ||
| df.order_date, | ||
| df.city, | ||
| df.customer_id, | ||
| df.customer_name, | ||
| df.ordered_products_explode.curr.alias("currency"), | ||
| ).agg( | ||
| sum(df.ordered_products_explode.price).alias("sales"), | ||
| sum(df.ordered_products_explode.qty).alias("qantity"), | ||
| ) |
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Function sales_order_in_la refactored with the following changes:
- Inline variable that is immediately returned (
inline-immediately-returned-variable)
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| df = dlt.read_stream("sales_orders_cleaned").where("city == 'Chicago'") | ||
| df = dlt.read_stream("sales_orders_cleaned").where("city == 'Chicago'") | ||
| df = df.select(df.city, df.order_date, df.customer_id, df.customer_name, explode(df.ordered_products).alias("ordered_products_explode")) | ||
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| dfAgg = df.groupBy(df.order_date, df.city, df.customer_id, df.customer_name, df.ordered_products_explode.curr.alias("currency"))\ | ||
| .agg(sum(df.ordered_products_explode.price).alias("sales"), sum(df.ordered_products_explode.qty).alias("qantity")) | ||
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| return dfAgg | ||
| return df.groupBy( | ||
| df.order_date, | ||
| df.city, | ||
| df.customer_id, | ||
| df.customer_name, | ||
| df.ordered_products_explode.curr.alias("currency"), | ||
| ).agg( | ||
| sum(df.ordered_products_explode.price).alias("sales"), | ||
| sum(df.ordered_products_explode.qty).alias("qantity"), | ||
| ) |
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Function sales_order_in_chicago refactored with the following changes:
- Inline variable that is immediately returned (
inline-immediately-returned-variable)
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| fname = self.filename + '/tweets_' + str(file_timestamp) + '.json' | ||
| fname = f'{self.filename}/tweets_{str(file_timestamp)}.json' | ||
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| f = open(fname, 'w') | ||
| for tweet in self.tweet_stack: | ||
| f.write(jsonpickle.encode(tweet._json, unpicklable=False) + '\n') | ||
| f.close() | ||
| with open(fname, 'w') as f: | ||
| for tweet in self.tweet_stack: | ||
| f.write(jsonpickle.encode(tweet._json, unpicklable=False) + '\n') |
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Function TweetStream.write_file refactored with the following changes:
- Use f-string instead of string concatenation [×3] (
use-fstring-for-concatenation) - Use
withwhen opening file to ensure closure (ensure-file-closed)
Sourcery Code Quality Report❌ Merging this PR will decrease code quality in the affected files by 0.01%.
Here are some functions in these files that still need a tune-up:
Legend and ExplanationThe emojis denote the absolute quality of the code:
The 👍 and 👎 indicate whether the quality has improved or gotten worse with this pull request. Please see our documentation here for details on how these metrics are calculated. We are actively working on this report - lots more documentation and extra metrics to come! Help us improve this quality report! |
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